Heat oil in a small saucepan over medium heat. Add garlic; sauté 2 minutes. Stir in chile powder. Add water, stirring with a wire whisk until blended. Remove from heat. Strain the mixture through a fine sieve into a small bowl; discard solids. Chill at least 1 hour.